checkem: First Gate Function
In vinhtantran/PULS: Partitioning Using Local Subregions

This function checks what are available nodes to split and then call find_split() on each node, then decide which node creates best split, and call splitter() to perform the split.

checkem(
  toclust.fd,
  frame,
  cloc,
  dist,
  dsubs,
  dsubsname,
  weights,
  minbucket,
  minsplit,
  spliton,
  method
)

`toclust.fd`	A functional data object (i.e., having class `fd`) created from `fda` package. See `fda::fd()`.
`frame`	The split tree transferred as data frame.
`cloc`	Vector of current cluster membership.
`dist`	Distance matrix of all observations in the data.
`dsubs`	Distance matrix calculated on each subregion. A three-dimensional matrix.
`dsubsname`	Subregion names.
`weights`	(Currently unused) Weights on observations.
`minbucket`	The minimum number of data points in one cluster allowed.
`minsplit`	The minimum number of observations that must exist in a node in order for a split to be attempted.
`spliton`	Restrict the partitioning on a specific set of subregions.
`method`	The clustering method you want to run in each subregion. Can be chosen between `pam` and `ward`.

It is not supposed to return anything because global environment was used. However, if there is nothing left to split, it returns 0 to tell the caller to stop running the loop.

vinhtantran/PULS documentation built on March 12, 2021, 10:47 a.m.